Abstract:
We propose a new approach to appearance based loop detection from metric 3D maps,
exploiting the NDT surface representation.
Locations are described with feature histograms based on surface orientation and smoothness,
and loop closure can be detected by matching feature histograms.
We also present a quantitative performance evaluation
using two real-world data sets,
showing that the proposed method works well in different environments.